{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2023-12-05T02:38:02.891622200Z",
     "start_time": "2023-12-05T02:38:02.043556Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "             name  heat                address  score  star_level  \\\n0        长隆野生动物世界   9.2  广州市番禺区大石镇105国道大石段593号    4.7         4.5   \n1             广州塔   8.6         广州市海珠区阅江西路222号    4.5         4.5   \n2       广州长隆国际大马戏   8.4        广州市番禺区汉溪大道东299号    4.7         4.5   \n3          长隆欢乐世界   8.2        广州市番禺区汉溪大道东299号    4.7         4.5   \n4              沙面   7.8               广州市荔湾区沙面    4.6         4.5   \n...           ...   ...                    ...    ...         ...   \n1433  黄埔区图书馆(香雪馆)   1.3       开萝大道4号(黄埔区档案馆附近)    5.0         0.5   \n1434        庆丰步行街   1.3                  庆丰路7号    4.3         4.5   \n1435       冼村文化广场   1.3             冼村路冼村商业步行街    3.5         3.5   \n1436      广州书院文化街   1.3               西湖路70号附近    3.0         3.0   \n1437         金花古庙   1.3         广州市黄埔区下庄村16巷1号    4.4         4.5   \n\n      number_of_comments                                            comment  \\\n0                  55029  小朋友非常喜欢这次行程，坐小火车和空中缆车都很开心。非常喜欢熊猫4D影院的电影，看了两次。还...   \n1                  32123  六百米高的广州塔是中国最高的塔，位于广州市中心的珠江南岸，塔身主体高454米，天线桅杆高14...   \n2                  16107  广州长隆国际大马戏了！表演全场都非常精彩，没有尿点！舞台效果和灯光超震撼，高空惊险刺激的表演...   \n3                  21243  性价比很高的一个游乐园，游乐设施齐全，园内也有很多表演，跟朋友一起玩的特别开心。去的时候人少...   \n4                   6212  沙面曾称拾翠洲，因为是珠江冲积而成的沙洲，故名沙面。沙面位于广东省广州市市区西南部，南濒珠江...   \n...                  ...                                                ...   \n1433                   2  一直都只是经过，终于有一天走进来时，非常惊喜～～首先藏书比我想象中要多，1-4层我都走了一遍...   \n1434                   4                          不错哦，有吃的有玩的，卖的衣服也多，也算中等商业街   \n1435                   7  冼村站，是广州地铁十八号线首通段在市区的终点站，这个站目前暂时没有跟线网内的其他线路换乘，换...   \n1436                   1  我在广州土生土长了，之前也真不知道这里有一条书院文化街，最近抄了条小巷子近路到西湖路上，路过...   \n1437                   5  金花古庙是广州目前发现的最完整的一座金花苗。金花古庙始建于明代，距今已经有600多年的历史了...   \n\n                                   location  \n0     113.31790230542546,23.035109806622547  \n1     113.33101648790021,23.111940659994666  \n2      113.33415894023418,23.00815029392321  \n3      113.33415894023418,23.00815029392321  \n4      113.2547292399488,23.113207052457188  \n...                                     ...  \n1433  113.50232074351044,23.159380071547332  \n1434                                      ,  \n1435    113.3328892752268,23.12816377868364  \n1436   113.8777430075413,22.571856989775238  \n1437  113.48707083968644,23.187491541424553  \n\n[1438 rows x 8 columns]",
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>name</th>\n      <th>heat</th>\n      <th>address</th>\n      <th>score</th>\n      <th>star_level</th>\n      <th>number_of_comments</th>\n      <th>comment</th>\n      <th>location</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>长隆野生动物世界</td>\n      <td>9.2</td>\n      <td>广州市番禺区大石镇105国道大石段593号</td>\n      <td>4.7</td>\n      <td>4.5</td>\n      <td>55029</td>\n      <td>小朋友非常喜欢这次行程，坐小火车和空中缆车都很开心。非常喜欢熊猫4D影院的电影，看了两次。还...</td>\n      <td>113.31790230542546,23.035109806622547</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>广州塔</td>\n      <td>8.6</td>\n      <td>广州市海珠区阅江西路222号</td>\n      <td>4.5</td>\n      <td>4.5</td>\n      <td>32123</td>\n      <td>六百米高的广州塔是中国最高的塔，位于广州市中心的珠江南岸，塔身主体高454米，天线桅杆高14...</td>\n      <td>113.33101648790021,23.111940659994666</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>广州长隆国际大马戏</td>\n      <td>8.4</td>\n      <td>广州市番禺区汉溪大道东299号</td>\n      <td>4.7</td>\n      <td>4.5</td>\n      <td>16107</td>\n      <td>广州长隆国际大马戏了！表演全场都非常精彩，没有尿点！舞台效果和灯光超震撼，高空惊险刺激的表演...</td>\n      <td>113.33415894023418,23.00815029392321</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>长隆欢乐世界</td>\n      <td>8.2</td>\n      <td>广州市番禺区汉溪大道东299号</td>\n      <td>4.7</td>\n      <td>4.5</td>\n      <td>21243</td>\n      <td>性价比很高的一个游乐园，游乐设施齐全，园内也有很多表演，跟朋友一起玩的特别开心。去的时候人少...</td>\n      <td>113.33415894023418,23.00815029392321</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>沙面</td>\n      <td>7.8</td>\n      <td>广州市荔湾区沙面</td>\n      <td>4.6</td>\n      <td>4.5</td>\n      <td>6212</td>\n      <td>沙面曾称拾翠洲，因为是珠江冲积而成的沙洲，故名沙面。沙面位于广东省广州市市区西南部，南濒珠江...</td>\n      <td>113.2547292399488,23.113207052457188</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>1433</th>\n      <td>黄埔区图书馆(香雪馆)</td>\n      <td>1.3</td>\n      <td>开萝大道4号(黄埔区档案馆附近)</td>\n      <td>5.0</td>\n      <td>0.5</td>\n      <td>2</td>\n      <td>一直都只是经过，终于有一天走进来时，非常惊喜～～首先藏书比我想象中要多，1-4层我都走了一遍...</td>\n      <td>113.50232074351044,23.159380071547332</td>\n    </tr>\n    <tr>\n      <th>1434</th>\n      <td>庆丰步行街</td>\n      <td>1.3</td>\n      <td>庆丰路7号</td>\n      <td>4.3</td>\n      <td>4.5</td>\n      <td>4</td>\n      <td>不错哦，有吃的有玩的，卖的衣服也多，也算中等商业街</td>\n      <td>,</td>\n    </tr>\n    <tr>\n      <th>1435</th>\n      <td>冼村文化广场</td>\n      <td>1.3</td>\n      <td>冼村路冼村商业步行街</td>\n      <td>3.5</td>\n      <td>3.5</td>\n      <td>7</td>\n      <td>冼村站，是广州地铁十八号线首通段在市区的终点站，这个站目前暂时没有跟线网内的其他线路换乘，换...</td>\n      <td>113.3328892752268,23.12816377868364</td>\n    </tr>\n    <tr>\n      <th>1436</th>\n      <td>广州书院文化街</td>\n      <td>1.3</td>\n      <td>西湖路70号附近</td>\n      <td>3.0</td>\n      <td>3.0</td>\n      <td>1</td>\n      <td>我在广州土生土长了，之前也真不知道这里有一条书院文化街，最近抄了条小巷子近路到西湖路上，路过...</td>\n      <td>113.8777430075413,22.571856989775238</td>\n    </tr>\n    <tr>\n      <th>1437</th>\n      <td>金花古庙</td>\n      <td>1.3</td>\n      <td>广州市黄埔区下庄村16巷1号</td>\n      <td>4.4</td>\n      <td>4.5</td>\n      <td>5</td>\n      <td>金花古庙是广州目前发现的最完整的一座金花苗。金花古庙始建于明代，距今已经有600多年的历史了...</td>\n      <td>113.48707083968644,23.187491541424553</td>\n    </tr>\n  </tbody>\n</table>\n<p>1438 rows × 8 columns</p>\n</div>"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "df = pd.read_csv('../static/data/scenic_spots_info_clean_with_location.csv')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "text/plain": "[{'name': '长隆野生动物世界',\n  'value': ['113.31790230542546', '23.035109806622547', 4.7]},\n {'name': '广州塔', 'value': ['113.33101648790021', '23.111940659994666', 4.5]},\n {'name': '广州长隆国际大马戏',\n  'value': ['113.33415894023418', '23.00815029392321', 4.7]},\n {'name': '长隆欢乐世界', 'value': ['113.33415894023418', '23.00815029392321', 4.7]},\n {'name': '沙面', 'value': ['113.2547292399488', '23.113207052457188', 4.6]},\n {'name': '珠江夜游', 'value': ['121.50138968163633', '28.768972853404108', 4.5]},\n {'name': '广州长隆度假区',\n  'value': ['113.33415894023418', '23.00815029392321', 4.7]},\n {'name': '广东省博物馆',\n  'value': ['113.33363900100517', '23.121052848883792', 4.7]},\n {'name': '长隆水上乐园', 'value': ['113.33415894023418', '23.00815029392321', 4.7]},\n {'name': '广东科学中心',\n  'value': ['113.36958900784151', '23.045368096153073', 4.6]},\n {'name': '白云山', 'value': ['113.30652688309527', '23.191212943534133', 4.7]},\n {'name': '长隆飞鸟乐园', 'value': ['113.39046958043075', '22.94383073151757', 4.7]},\n {'name': '陈家祠', 'value': ['113.2531987070214', '23.13200582536095', 4.5]},\n {'name': '广州动物园', 'value': ['113.30900961986293', '23.149495194069388', 4.4]},\n {'name': '正佳广场商贸旅游区',\n  'value': ['113.33363064676394', '23.137855755338457', 4.5]},\n {'name': '正佳极地海洋世界',\n  'value': ['113.33363064676394', '23.137855755338457', 4.4]},\n {'name': '广州塔460米摩天轮',\n  'value': ['113.33101648790021', '23.111940659994666', 4.6]},\n {'name': '上下九步行街',\n  'value': ['113.25281944243521', '23.119590350696438', 4.4]},\n {'name': '大佛古寺', 'value': ['113.27415662371503', '23.12801746265193', 4.7]},\n {'name': '广州热雪奇迹',\n  'value': ['113.23968666503643', '23.432490310321725', 4.5]},\n {'name': '广州融创文旅城',\n  'value': ['113.24068279601612', '23.41664123038522', 4.4]},\n {'name': '珠江夜游天字码头',\n  'value': ['113.27759632534215', '23.120986375820085', 4.5]},\n {'name': '石室圣心大教堂',\n  'value': ['113.26619521147435', '23.120584711623955', 4.6]},\n {'name': '北京路步行街',\n  'value': ['113.27553139046704', '23.127360077103663', 4.5]},\n {'name': '广州融创乐园', 'value': ['113.24417504851556', '23.4348638219824', 4.8]},\n {'name': '佛山祖庙', 'value': ['113.11957495398136', '23.034792524769376', 4.6]},\n {'name': '永庆坊', 'value': ['113.24399996877172', '23.120575987005456', 4.4]},\n {'name': '西关永庆坊旅游区',\n  'value': ['113.24425679431693', '23.12118305290083', 4.6]},\n {'name': '沙湾古镇', 'value': ['113.44427583469687', '23.057930250340704', 4.4]},\n {'name': '白水寨风景名胜区',\n  'value': ['113.77115402830675', '23.59925500990755', 4.6]},\n {'name': '中国科学院华南国家植物园',\n  'value': ['113.3657894450272', '23.183643795524254', 4.6]},\n {'name': '长鹿旅游休博园',\n  'value': ['113.29522934385278', '22.88440848153093', 4.5]},\n {'name': '越秀公园', 'value': ['113.2689586687138', '23.149551019439674', 4.6]},\n {'name': '广州博物馆', 'value': ['113.27092685608551', '23.146014618545305', 4.6]},\n {'name': '岭南印象园', 'value': ['113.39983297808035', '23.03888528627427', 4.5]},\n {'name': '天人山水大地艺术园',\n  'value': ['113.59531306038099', '23.440651236378343', 4.1]},\n {'name': '珠江夜游大沙头码头',\n  'value': ['113.29188360498196', '23.118715635963127', 4.4]},\n {'name': '海心沙', 'value': ['113.32913067514374', '23.120841879882953', 4.7]},\n {'name': '宝墨园', 'value': ['113.29747627542413', '22.8982855872327', 4.7]},\n {'name': '广州融创水世界',\n  'value': ['113.24013743474119', '23.431667408831576', 4.4]},\n {'name': '从化碧水湾温泉',\n  'value': ['113.72322017681853', '23.705298926554562', 4.9]},\n {'name': '南沙天后宫', 'value': ['113.62210735780155', '22.764000095198536', 4.4]},\n {'name': '珠江夜游广州塔·中大码头',\n  'value': ['113.30594190654737', '23.109876264804697', 4.4]},\n {'name': '森林海嬉水乐园',\n  'value': ['113.77065304332402', '23.57111904665638', 4.4]},\n {'name': '花城广场', 'value': ['113.33105215062893', '23.12726311412129', 4.7]},\n {'name': '余荫山房', 'value': ['113.4019110989934', '23.017728378073617', 4.7]},\n {'name': '莲花山旅游区', 'value': ['113.51047367448575', '22.9965181873987', 4.6]},\n {'name': '中山大学（南校区）',\n  'value': ['113.29845902165172', '23.099099306559502', 4.6]},\n {'name': '广州都市双层观光巴士（粤陶巴）',\n  'value': ['113.31602439775749', '23.11380476223499', 4.3]},\n {'name': '正佳自然科学博物馆',\n  'value': ['113.33363064676394', '23.137855755338457', 4.5]},\n {'name': '顺德欢乐海岸PLUS',\n  'value': ['113.31027901537867', '22.824960990506344', 4.4]},\n {'name': '清晖园博物馆',\n  'value': ['113.26241289612585', '22.841726329015057', 4.6]},\n {'name': '珠江新城', 'value': ['113.33112706930845', '23.125751828449513', 4.7]},\n {'name': '海珠国家湿地公园',\n  'value': ['113.32709197078951', '23.082723028441137', 4.5]},\n {'name': '太古仓', 'value': ['113.25901810977422', '23.096848220935797', 4.5]},\n {'name': '珠江夜游海心沙西区码头',\n  'value': ['113.3304831639191', '23.117213974880446', 4.3]},\n {'name': '珠江夜游广州塔财富码头',\n  'value': ['113.33101648790021', '23.111940659994666', 4.2]},\n {'name': '正佳雨林生态植物园',\n  'value': ['113.33350641111194', '23.137465025846645', 4.4]},\n {'name': '西樵山风景名胜区',\n  'value': ['113.0078340129877', '22.94639823440186', 4.4]},\n {'name': '南风古灶', 'value': ['113.08461452049448', '23.00896087008207', 4.4]},\n {'name': '南海影视城', 'value': ['113.10638243926618', '23.164760977928967', 4.3]},\n {'name': '天鹿湖森林公园',\n  'value': ['113.4321240657357', '23.203270683327894', 4.6]},\n {'name': '飞越丛林探险乐园',\n  'value': ['113.426332182141', '23.228729635587623', 4.8]},\n {'name': '荔枝湾涌', 'value': ['113.24363543639589', '23.126379891918017', 4.5]},\n {'name': '东山口', 'value': ['113.31451138178754', '23.134278913275804', 4.5]},\n {'name': '佛山岭南天地(祖庙路店)',\n  'value': ['113.12187883812204', '23.035416278890093', 4.6]},\n {'name': '南越王博物院(王宫展区)',\n  'value': ['113.27569775664742', '23.134669652157942', 4.7]},\n {'name': '海心桥', 'value': ['113.31749142048534', '23.11378340660044', 4.5]},\n {'name': '广州塔阿尔法探索乐园',\n  'value': ['113.3310844896273', '23.112222774059774', 4.9]},\n {'name': '二沙岛', 'value': ['113.31139812438263', '23.11599224239533', 4.7]},\n {'name': '百万葵园', 'value': ['113.61331420448948', '22.634066763935966', 4.3]},\n {'name': '从化碧泉空中温泉',\n  'value': ['113.66368300289227', '23.647098992104883', 4.8]},\n {'name': '流溪河国家森林公园',\n  'value': ['113.74191247718616', '23.72562492293718', 4.2]},\n {'name': '广州融创体育世界',\n  'value': ['113.24013743474119', '23.431667408831576', 4.4]},\n {'name': '和美术馆', 'value': ['113.22678349452592', '22.93908389557561', 4.6]},\n {'name': '海珠有轨电车1号线',\n  'value': ['113.33987395988676', '23.11043302229464', 4.6]},\n {'name': '帷幕开啦（广州塔）蜡像馆',\n  'value': ['113.33101648790021', '23.111940659994666', 4.5]},\n {'name': '荔湾湖公园', 'value': ['113.24256645283937', '23.127609588205406', 4.5]},\n {'name': '黄埔古港', 'value': ['113.39819698408613', '23.093901981125132', 4.4]},\n {'name': '西华路美食街', 'value': ['113.25176977244715', '23.13215786981267', 4.4]},\n {'name': '逢简水乡', 'value': ['113.15538572346371', '22.820368594044186', 4.3]},\n {'name': '正佳企鹅冰雪世界',\n  'value': ['113.33363064676394', '23.137855755338457', 4.2]},\n {'name': '海珠广场', 'value': ['113.26677183378104', '23.1194322260985', 4.4]},\n {'name': 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{'name': '芳村万象购物街',\n  'value': ['113.24081897913139', '23.101127552973917', 4.6]},\n {'name': '水濂山森林公园',\n  'value': ['113.76912807989078', '22.93351437960024', 4.6]},\n {'name': '桂城半月岛生态公园',\n  'value': ['113.17313103016305', '23.003858989912878', 4.0]},\n {'name': '黄腾峡生态旅游区',\n  'value': ['113.10078698407693', '23.767992033142832', 3.7]},\n {'name': '沙园公园', 'value': ['113.27488299355015', '23.096414986249858', 4.4]},\n {'name': '基督教光孝堂', 'value': ['113.26197919422577', '23.13154196407932', 4.3]},\n {'name': '清远笔架山旅游度假区',\n  'value': ['113.04245003614217', '23.776529040374584', 4.5]},\n {'name': '萝岗风景区', 'value': ['113.49858846377882', '23.182498917943544', 4.6]},\n {'name': '南湾村', 'value': ['113.48707083968644', '23.187491541424553', 4.2]},\n {'name': '凤凰古围', 'value': ['113.68299684084207', '23.51193170680855', 3.0]},\n {'name': '梁明诚雕塑园', 'value': ['113.39983297808035', '23.03888528627427', 4.0]},\n {'name': '灵山儿童乐园',\n  'value': ['113.51630322809083', '22.780313104301943', 4.0]},\n {'name': '耕山小寨欢乐农场',\n  'value': ['113.6496048487751', '23.700907356089214', 5.0]},\n {'name': '临江带状公园',\n  'value': ['113.34150636065897', '23.117736467118565', 4.7]},\n {'name': '通济桥', 'value': ['113.12318722009688', '23.02333544978357', 4.6]},\n {'name': '明远楼', 'value': ['113.28464595749047', '23.130075427257292', 4.6]},\n {'name': '坑贝村古建筑群',\n  'value': ['113.65670775044015', '23.28383134525543', 3.8]},\n {'name': '华南植物园-苏铁园',\n  'value': ['113.37378059118024', '23.1879402578808', 4.0]},\n {'name': '荔枝文化公园',\n  'value': ['113.83336402044651', '23.283190253482278', 4.3]},\n {'name': '盘古王旅游区', 'value': ['113.1623447165861', '23.49411377114812', 4.3]},\n {'name': '陈田花园', 'value': ['113.2593638675649', '23.243757983300224', 4.5]},\n {'name': '顺峰山公园-顺德粤剧大观园',\n  'value': ['113.28330119414247', '22.830724040636632', 4.6]},\n {'name': '西溪古村', 'value': ['113.7811283635335', '23.1085036398714', 4.3]},\n {'name': '梦里水乡艺术河畔',\n  'value': ['119.30747367602721', '26.10838221454552', 4.5]},\n {'name': '顺德大良半月城游乐场',\n  'value': ['113.25691607488156', '22.844663562137022', 5.0]},\n {'name': '狮山镇', 'value': ['113.14944567828094', '23.03501144600308', 4.5]},\n {'name': '花都赤坭岭南盆景小镇',\n  'value': ['113.07930481628786', '23.426891543420655', 4.0]},\n {'name': '白水寨直升机观光基地',\n  'value': ['113.76629617177151', '23.594399597986026', 5.0]},\n {'name': '石围塘站', 'value': ['113.23672602973762', '23.110941747022064', 4.0]},\n {'name': '1850创意园',\n  'value': ['113.24956598963348', '23.098987530167488', 4.4]},\n {'name': '四方山', 'value': ['113.83520878064118', '23.289907495382785', 4.4]},\n {'name': '星斗云儿童体育乐园',\n  'value': ['113.59952112842502', '23.143335268736465', 3.2]},\n {'name': '黄腾峡漂流', 'value': ['113.10078698407693', '23.767992033142832', 4.3]},\n {'name': '广东省博物馆探粤空间佛山分部',\n  'value': ['113.13136458498207', '23.024340259446085', 4.3]},\n {'name': '毅华河景温泉',\n  'value': ['113.66016344190534', '23.650366580839997', 4.5]},\n {'name': '迪士普音响博物馆',\n  'value': ['113.21837840919403', '23.2702798680691', 5.0]},\n {'name': '摩云登山路', 'value': ['106.56031466813062', '26.198678023883357', 4.5]},\n {'name': '乐8桐语运动乐园',\n  'value': ['113.06581388448237', '23.065302084728707', 4.2]},\n {'name': '石湾美术陶瓷厂',\n  'value': ['113.09135612368354', '23.00265426306042', 4.4]},\n {'name': '国彩艺术馆', 'value': ['113.30948949466621', '23.113905889843007', 3.0]},\n {'name': '霍英东纪念馆',\n  'value': ['113.62421720795214', '22.765846388757218', 4.5]},\n {'name': '生态小镇露营地',\n  'value': ['113.73160900282068', '23.703406999277377', 5.0]},\n {'name': '新塘万田生态公园',\n  'value': ['113.67965667146542', '23.17942999917107', 4.3]},\n {'name': '萤泉谷露营地',\n  'value': ['113.40017864604049', '23.313971000350854', 5.0]},\n {'name': '君兰国际高尔夫俱乐部',\n  'value': ['113.21351174926478', '22.934138274099553', 4.8]},\n {'name': '石湾公园', 'value': ['113.08880511569714', '23.012204622327925', 4.3]},\n {'name': '千灯湖创投特色小镇',\n  'value': ['113.16359641548328', '23.05574464075077', 4.0]},\n {'name': '广东大观博物馆',\n  'value': ['113.15246398479347', '23.05583525477094', 4.1]},\n {'name': '暨南大学门球场', 'value': ['113.354510051556', '23.136830866854552', 4.4]},\n {'name': '植物园根据地越野俱乐部(华南植...',\n  'value': ['113.37318501462732', '23.176194065274778', 4.5]},\n {'name': '沥滘码头公园', 'value': ['115.69471232466962', '28.77550893780221', 4.3]},\n {'name': '叠翠园', 'value': ['113.38235797150887', '23.071952013361777', 5.0]},\n {'name': '广州话剧艺术中心13号剧院',\n  'value': ['113.31584177224737', '23.154085921466713', 4.5]},\n {'name': '广州基督教锡安堂',\n  'value': ['113.26042611383009', '23.12885057284571', 4.4]},\n {'name': '长岭现代农业公园',\n  'value': ['113.45873379238354', '23.215896616046336', 5.0]},\n {'name': '荔湾区儿童公园',\n  'value': ['113.23734011138403', '23.088826127606936', 4.3]},\n {'name': '仙湖度假区', 'value': ['112.89732051664248', '23.054035598896554', 4.3]},\n {'name': '兴中会坟场', 'value': ['113.29771693147019', '23.138628238195235', 4.1]},\n {'name': '青云书院艺术馆',\n  'value': ['113.27096692051124', '23.126774808461743', 4.2]},\n {'name': '广州沙园西华商业街',\n  'value': ['113.27005693702993', '23.0934543590459', 4.6]},\n {'name': '人民公园-府前广场',\n  'value': ['113.26987574880863', '23.13312596515065', 4.5]},\n {'name': '钟楼古村', 'value': ['113.59358543922477', '23.5539859225784', 3.4]},\n {'name': '南方剧院', 'value': ['113.27239801101871', '23.129782383821354', 4.3]},\n ...]"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_map = df[df['location'] != ',']\n",
    "data = [\n",
    "    {\n",
    "        'name': i[0],\n",
    "        'value': i[1].split(',') + [i[2]]\n",
    "    } for i in df_map[['name', 'location', 'score']].values\n",
    "]\n",
    "data"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-12-05T02:38:03.040392200Z",
     "start_time": "2023-12-05T02:38:02.891622200Z"
    }
   },
   "id": "9763ea2cd7302b35"
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [
    {
     "data": {
      "text/plain": "{'name': [{'name': '热度', 'max': 10},\n  {'name': '评分', 'max': 5},\n  {'name': '星级', 'max': 5},\n  {'name': '评论数', 'max': 5}],\n 'value': [{'value': [9.2, 4.7, 4.5, 5], 'name': '长隆野生动物世界'},\n  {'value': [8.6, 4.5, 4.5, 5], 'name': '广州塔'},\n  {'value': [8.4, 4.7, 4.5, 5], 'name': '广州长隆国际大马戏'},\n  {'value': [8.2, 4.7, 4.5, 5], 'name': '长隆欢乐世界'},\n  {'value': [7.8, 4.6, 4.5, 5], 'name': '沙面'},\n  {'value': [7.7, 4.5, 4.5, 5], 'name': '珠江夜游'},\n  {'value': [7.5, 4.7, 4.5, 3], 'name': '广州长隆度假区'},\n  {'value': [7.5, 4.7, 4.5, 2], 'name': '广东省博物馆'},\n  {'value': [7.4, 4.7, 4.5, 5], 'name': '长隆水上乐园'},\n  {'value': [7.3, 4.6, 4.5, 5], 'name': '广东科学中心'},\n  {'value': [7.3, 4.7, 4.5, 5], 'name': '白云山'},\n  {'value': [7.1, 4.7, 4.5, 3], 'name': '长隆飞鸟乐园'},\n  {'value': [7.1, 4.5, 4.5, 3], 'name': '陈家祠'},\n  {'value': [7.1, 4.4, 4.5, 3], 'name': '广州动物园'},\n  {'value': [7.0, 4.5, 4.5, 1], 'name': '正佳广场商贸旅游区'},\n  {'value': [7.0, 4.4, 4.5, 5], 'name': '正佳极地海洋世界'},\n  {'value': [6.9, 4.6, 4.5, 2], 'name': '广州塔460米摩天轮'},\n  {'value': [6.9, 4.4, 4.5, 2], 'name': '上下九步行街'},\n  {'value': [6.8, 4.7, 4.5, 1], 'name': '大佛古寺'},\n  {'value': [6.8, 4.6, 4.5, 1], 'name': '南越王博物院(王墓展区)'},\n  {'value': [6.7, 4.5, 4.5, 5], 'name': '广州热雪奇迹'},\n  {'value': [6.7, 4.4, 4.5, 1], 'name': '广州融创文旅城'},\n  {'value': [6.6, 4.5, 4.5, 4], 'name': '珠江夜游天字码头'},\n  {'value': [6.6, 4.6, 4.5, 2], 'name': '石室圣心大教堂'},\n  {'value': [6.5, 4.5, 4.5, 2], 'name': '北京路步行街'},\n  {'value': [6.4, 4.8, 0.5, 5], 'name': '广州融创乐园'},\n  {'value': [6.8, 4.6, 4.5, 3], 'name': '佛山祖庙'},\n  {'value': [6.4, 4.4, 4.5, 1], 'name': '永庆坊'},\n  {'value': [6.4, 4.6, 4.5, 1], 'name': '西关永庆坊旅游区'},\n  {'value': [6.3, 4.4, 4.5, 2], 'name': '沙湾古镇'},\n  {'value': [6.3, 4.6, 4.5, 5], 'name': '白水寨风景名胜区'},\n  {'value': [6.2, 4.6, 4.5, 3], 'name': '中国科学院华南国家植物园'},\n  {'value': [6.8, 4.5, 4.5, 5], 'name': '长鹿旅游休博园'},\n  {'value': [6.2, 4.6, 4.5, 2], 'name': '越秀公园'},\n  {'value': [6.2, 4.6, 4.5, 1], 'name': '广州博物馆'},\n  {'value': [6.1, 4.5, 4.5, 5], 'name': '岭南印象园'},\n  {'value': [6.0, 4.1, 4.0, 1], 'name': '天人山水大地艺术园'},\n  {'value': [6.0, 4.4, 4.5, 3], 'name': '珠江夜游大沙头码头'},\n  {'value': [5.9, 4.7, 4.5, 1], 'name': '海心沙'},\n  {'value': [5.9, 4.7, 4.5, 5], 'name': '宝墨园'},\n  {'value': [5.7, 4.4, 4.5, 2], 'name': '广州融创水世界'},\n  {'value': [5.7, 4.9, 0.5, 4], 'name': '从化碧水湾温泉'},\n  {'value': [5.7, 4.4, 4.5, 1], 'name': '南沙天后宫'},\n  {'value': [5.6, 4.4, 4.5, 3], 'name': '珠江夜游广州塔·中大码头'},\n  {'value': [5.6, 4.4, 4.5, 1], 'name': '森林海嬉水乐园'},\n  {'value': [5.5, 4.7, 4.5, 1], 'name': '花城广场'},\n  {'value': [5.5, 4.7, 4.5, 2], 'name': '余荫山房'},\n  {'value': [5.5, 4.6, 4.5, 2], 'name': '莲花山旅游区'},\n  {'value': [5.5, 4.6, 4.5, 1], 'name': '中山大学（南校区）'},\n  {'value': [5.5, 4.3, 4.5, 1], 'name': '广州都市双层观光巴士（粤陶巴）'},\n  {'value': [5.5, 4.5, 4.5, 1], 'name': '正佳自然科学博物馆'},\n  {'value': [6.4, 4.4, 4.5, 2], 'name': '顺德欢乐海岸PLUS'},\n  {'value': [6.3, 4.6, 4.5, 2], 'name': '清晖园博物馆'},\n  {'value': [5.5, 4.7, 4.5, 1], 'name': '珠江新城'},\n  {'value': [5.4, 4.5, 4.5, 2], 'name': '海珠国家湿地公园'},\n  {'value': [5.4, 4.5, 4.5, 1], 'name': '太古仓'},\n  {'value': [5.4, 4.3, 4.5, 1], 'name': '珠江夜游海心沙西区码头'},\n  {'value': [5.4, 4.2, 4.0, 1], 'name': '珠江夜游广州塔财富码头'},\n  {'value': [5.4, 4.4, 4.5, 1], 'name': '正佳雨林生态植物园'},\n  {'value': [6.6, 4.4, 4.5, 4], 'name': '西樵山风景名胜区'},\n  {'value': [5.9, 4.4, 4.5, 2], 'name': '南风古灶'},\n  {'value': [5.5, 4.3, 4.5, 3], 'name': '南海影视城'},\n  {'value': [5.2, 4.6, 4.5, 1], 'name': '天鹿湖森林公园'},\n  {'value': [5.2, 4.8, 0.5, 1], 'name': '飞越丛林探险乐园'},\n  {'value': [5.2, 4.5, 4.5, 1], 'name': '荔枝湾涌'},\n  {'value': [5.1, 4.5, 4.5, 1], 'name': '东山口'},\n  {'value': [5.5, 4.6, 4.5, 1], 'name': '佛山岭南天地(祖庙路店)'},\n  {'value': [5.1, 4.7, 4.5, 1], 'name': '南越王博物院(王宫展区)'},\n  {'value': [5.1, 4.6, 4.5, 1], 'name': '粤剧艺术博物馆'},\n  {'value': [5.1, 4.5, 4.5, 1], 'name': '海心桥'},\n  {'value': [5.0, 4.9, 0.5, 1], 'name': '广州塔阿尔法探索乐园'},\n  {'value': [5.0, 4.7, 4.5, 1], 'name': '二沙岛'},\n  {'value': [5.0, 4.3, 4.5, 4], 'name': '百万葵园'},\n  {'value': [5.0, 4.8, 0.5, 3], 'name': '从化碧泉空中温泉'},\n  {'value': [5.0, 4.2, 4.0, 2], 'name': '流溪河国家森林公园'},\n  {'value': [4.9, 4.4, 4.5, 1], 'name': '广州融创体育世界'},\n  {'value': [5.3, 4.6, 4.5, 1], 'name': '和美术馆'},\n  {'value': [4.9, 4.6, 4.5, 1], 'name': '海珠有轨电车1号线'},\n  {'value': [4.9, 4.5, 4.5, 1], 'name': '帷幕开啦（广州塔）蜡像馆'},\n  {'value': [4.9, 4.5, 4.5, 1], 'name': '荔湾湖公园'},\n  {'value': [4.8, 4.4, 4.5, 1], 'name': '黄埔古港'},\n  {'value': [4.8, 4.4, 4.5, 1], 'name': '西华路美食街'},\n  {'value': [5.9, 4.3, 4.5, 2], 'name': '逢简水乡'},\n  {'value': [4.8, 4.2, 4.0, 1], 'name': '正佳企鹅冰雪世界'},\n  {'value': [4.8, 4.4, 4.5, 1], 'name': '海珠广场'},\n  {'value': [4.7, 4.6, 4.5, 1], 'name': '广州钧明欢乐世界'},\n  {'value': [5.7, 4.3, 4.5, 2], 'name': '史努比缤纷世界'},\n  {'value': [4.7, 4.5, 4.5, 1], 'name': '从化都喜泰丽度假温泉'},\n  {'value': [4.7, 4.4, 4.5, 1], 'name': '广州海洋馆'},\n  {'value': [4.7, 4.6, 4.5, 1], 'name': '五羊石雕'},\n  {'value': [4.7, 4.3, 4.5, 1], 'name': '广州荔枝湾游船'},\n  {'value': [4.7, 4.4, 4.5, 1], 'name': '长洲岛'},\n  {'value': [4.6, 4.3, 4.5, 1], 'name': '南沙湿地'},\n  {'value': [4.6, 4.3, 4.5, 1], 'name': '海鸥岛'},\n  {'value': [4.6, 4.6, 4.5, 1], 'name': '海心沙亚运公园'},\n  {'value': [4.6, 4.6, 4.5, 1], 'name': '光孝寺'},\n  {'value': [4.6, 4.6, 4.5, 1], 'name': '云台花园'},\n  {'value': [4.6, 4.6, 4.5, 1], 'name': '广州市儿童公园'},\n  {'value': [5.4, 4.3, 4.5, 1], 'name': '华盖路步行街'},\n  {'value': [4.6, 4.5, 4.5, 1], 'name': '广州市道教都城隍庙'},\n  {'value': [4.6, 4.1, 4.0, 2], 'name': '花都香草世界'},\n  {'value': [5.0, 4.4, 4.5, 1], 'name': '梁园'},\n  {'value': [4.5, 4.7, 4.5, 1], 'name': '广州图书馆'},\n  {'value': [4.5, 4.4, 4.5, 1], 'name': '李小龙祖居'},\n  {'value': [4.5, 4.8, 0.5, 1], 'name': '广州大剧院'},\n  {'value': [5.4, 4.6, 4.5, 1], 'name': '顺峰山公园'},\n  {'value': [4.5, 4.7, 4.5, 1], 'name': '广交会展馆'},\n  {'value': [4.5, 4.3, 4.5, 1], 'name': '南沙水鸟世界生态公园'},\n  {'value': [4.4, 4.4, 4.5, 1], 'name': '石门国家森林公园'},\n  {'value': [5.9, 4.8, 0.5, 1], 'name': '万达影城(万达广场东莞东城店)'},\n  {'value': [4.4, 4.4, 4.5, 1], 'name': '千泷沟大瀑布'},\n  {'value': [5.7, 4.4, 4.5, 1], 'name': '东莞可园博物馆'},\n  {'value': [5.7, 4.6, 4.5, 2], 'name': '可园'},\n  {'value': [4.4, 4.4, 4.5, 1], 'name': '从化温泉风景区'},\n  {'value': [4.3, 4.2, 4.0, 1], 'name': '珠江夜游西堤码头'},\n  {'value': [4.3, 4.7, 4.5, 1], 'name': '摩星岭'},\n  {'value': [4.3, 4.3, 4.5, 1], 'name': '大丰门景区'},\n  {'value': [4.3, 4.7, 4.5, 1], 'name': '广东美术馆'},\n  {'value': [4.4, 4.0, 4.0, 1], 'name': '天鹅湖休闲洗浴中心'},\n  {'value': [4.3, 4.7, 4.5, 1], 'name': '广州国际会展中心'},\n  {'value': [4.3, 4.3, 4.5, 1], 'name': '幻境空间元宇宙体验馆(广州店)'},\n  {'value': [4.3, 4.8, 0.5, 1], 'name': '空中缆车'},\n  {'value': [4.3, 4.7, 4.5, 1], 'name': '非洲长廊'},\n  {'value': [4.2, 4.5, 4.5, 1], 'name': '天河公园'},\n  {'value': [4.2, 4.6, 4.5, 1], 'name': '流花湖公园'},\n  {'value': [4.5, 4.4, 4.5, 1], 'name': '千灯湖公园'},\n  {'value': [4.2, 4.5, 4.5, 1], 'name': '大夫山森林公园'},\n  {'value': [4.2, 4.4, 4.5, 1], 'name': '广州兰圃'},\n  {'value': [4.2, 4.6, 4.5, 1], 'name': '麓湖公园'},\n  {'value': [4.2, 4.6, 4.5, 1], 'name': '圆玄道观'},\n  {'value': [4.2, 4.4, 4.5, 1], 'name': '白云山索道'},\n  {'value': [4.1, 4.5, 4.5, 1], 'name': '海珠湖公园'},\n  {'value': [4.1, 3.9, 4.0, 1], 'name': '番禺欢乐森林'},\n  {'value': [5.0, 4.2, 4.0, 2], 'name': '粤晖园'},\n  {'value': [4.1, 4.6, 4.5, 1], 'name': '广州大学城'},\n  {'value': [4.1, 4.6, 4.5, 1], 'name': '三英温泉'},\n  {'value': [4.1, 4.6, 4.5, 1], 'name': '世间香境·七溪地'},\n  {'value': [4.1, 4.6, 4.5, 1], 'name': '白云飞索'},\n  {'value': [4.1, 4.5, 4.5, 1], 'name': '南沙游艇会'},\n  {'value': [4.1, 4.4, 4.5, 1], 'name': '大丰门漂流'},\n  {'value': [4.1, 4.5, 4.5, 1], 'name': '粤海关旧址'},\n  {'value': [4.1, 4.5, 4.5, 1], 'name': '沙面堂'},\n  {'value': [4.1, 4.5, 4.5, 1], 'name': '正佳科学馆'},\n  {'value': [5.2, 4.5, 4.5, 1], 'name': '渔人码头'},\n  {'value': [4.0, 4.5, 4.5, 1], 'name': '广州地铁博物馆'},\n  {'value': [4.0, 4.6, 4.5, 1], 'name': 'TIT创意园'},\n  {'value': [4.0, 4.9, 0.5, 1], 'name': '漂流河'},\n  {'value': [4.0, 4.6, 4.5, 1], 'name': '东山湖公园'},\n  {'value': [4.0, 4.5, 4.5, 1], 'name': '猎德大桥'},\n  {'value': [4.0, 4.6, 4.5, 1], 'name': '珠江公园'},\n  {'value': [4.0, 4.8, 0.5, 1], 'name': '流溪河露营地'},\n  {'value': [4.0, 4.4, 4.5, 1], 'name': '广州十三行博物馆'},\n  {'value': [4.0, 4.6, 4.5, 1], 'name': '广州翼·空港文旅小镇'},\n  {'value': [4.0, 4.5, 4.5, 1], 'name': '天河体育中心'},\n  {'value': [4.0, 5.0, 0.5, 1], 'name': '熊猫乐园'},\n  {'value': [4.1, 4.9, 0.5, 1], 'name': '广佛佛罗伦萨小镇'},\n  {'value': [4.0, 4.1, 4.0, 1], 'name': '大佛古寺'},\n  {'value': [3.9, 4.2, 4.0, 1], 'name': '溪头旅游村'},\n  {'value': [4.1, 4.2, 4.0, 1], 'name': '佛罗伦萨小镇jungle奇幻丛林'},\n  {'value': [3.9, 4.1, 4.0, 1], 'name': '黄金海岸水上乐园'},\n  {'value': [3.9, 4.0, 4.0, 1], 'name': '广州塔488米户外观景台'},\n  {'value': [3.9, 4.5, 4.5, 1], 'name': '龙津西西关大屋区'},\n  {'value': [3.9, 5.0, 0.5, 1], 'name': '大浪淘沙(冼村路店)'},\n  {'value': [3.9, 4.5, 4.5, 1], 'name': '广州星空魔幻城（北京路旗舰店）'},\n  {'value': [3.9, 4.3, 4.5, 1], 'name': '华林寺'},\n  {'value': [3.9, 4.4, 4.5, 1], 'name': '广州文化公园'},\n  {'value': [3.9, 5.0, 0.5, 1], 'name': '东方村·流浪荒野度假露营地'},\n  {'value': [3.9, 4.6, 4.5, 1], 'name': '白水寨嘉华温泉'},\n  {'value': [3.9, 4.6, 4.5, 1], 'name': '广州市文化馆(新馆)'},\n  {'value': [3.9, 4.6, 4.5, 1], 'name': '南海神庙'},\n  {'value': [3.9, 4.9, 0.5, 1], 'name': '中国进出口商品交易会展馆'},\n  {'value': [3.9, 3.9, 4.0, 1], 'name': '南沙滨海泳场'},\n  {'value': [3.9, 4.5, 4.5, 1], 'name': 'meland club 广州乐峰馆'},\n  {'value': [3.9, 4.3, 4.5, 1], 'name': '广州圆大厦'},\n  {'value': [3.9, 4.5, 4.5, 1], 'name': '客村'},\n  {'value': [3.9, 4.7, 4.5, 1], 'name': '渔人码头'},\n  {'value': [3.9, 4.6, 4.5, 1], 'name': '六榕寺'},\n  {'value': [3.9, 4.1, 4.0, 2], 'name': '天适樱花悠乐园'},\n  {'value': [4.5, 4.6, 4.5, 1], 'name': '摩天轮'},\n  {'value': [3.8, 4.4, 4.5, 1], 'name': '南汉二陵博物馆'},\n  {'value': [3.8, 4.0, 4.0, 1], 'name': '七彩澳游世界'},\n  {'value': [3.8, 4.6, 4.5, 1], 'name': '露德圣母堂'},\n  {'value': [3.8, 4.5, 4.5, 1], 'name': '恩宁路'},\n  {'value': [4.8, 4.7, 4.5, 1], 'name': '顺德博物馆'},\n  {'value': [3.8, 3.9, 4.0, 1], 'name': '广东省古村落小洲村'},\n  {'value': [3.8, 4.4, 4.5, 1], 'name': '粤海关博物馆'},\n  {'value': [3.8, 4.6, 4.5, 1], 'name': '广州宝能观致文化中心'},\n  {'value': [3.8, 4.2, 4.0, 1], 'name': '西坊大院文化创意产业园'},\n  {'value': [3.8, 4.5, 4.5, 1], 'name': '虎门大桥'},\n  {'value': [4.1, 4.4, 4.5, 1], 'name': '碧江金楼'},\n  {'value': [3.8, 4.5, 4.5, 1], 'name': '广州雕塑公园'},\n  {'value': [3.8, 4.3, 4.5, 1], 'name': '广州铁路博物馆'},\n  {'value': [4.7, 4.2, 4.0, 1], 'name': '顺德玛雅海滩水公园'},\n  {'value': [3.8, 4.3, 4.5, 1], 'name': '平洲玉器街'},\n  {'value': [3.7, 4.0, 4.0, 1], 'name': '侏罗纪森林'},\n  {'value': [3.7, 4.7, 4.5, 1], 'name': '广州东塔'},\n  {'value': [4.2, 4.4, 4.5, 1], 'name': '岭南和园'},\n  {'value': [3.7, 4.4, 4.5, 1], 'name': '广州东站广场'},\n  {'value': [5.4, 4.2, 4.0, 1], 'name': '江门古劳水乡旅游区'},\n  {'value': [3.7, 4.8, 0.5, 1], 'name': '考拉广场'},\n  {'value': [3.7, 4.0, 4.0, 1], 'name': '广东科学馆'},\n  {'value': [3.7, 4.5, 4.5, 1], 'name': 'OMG网红直播街(岭南电商园店)'},\n  {'value': [3.7, 5.0, 0.5, 1], 'name': '广州水上巴士'},\n  {'value': [3.7, 5.0, 0.5, 1], 'name': 'TaxiWay飞行中心(广州塔店)'},\n  {'value': [3.7, 4.5, 4.5, 1], 'name': '五指山'},\n  {'value': [3.6, 4.5, 4.5, 1], 'name': '番禺广场'},\n  {'value': [5.1, 4.6, 4.5, 1], 'name': '虎门炮台'},\n  {'value': [3.6, 4.3, 4.5, 1], 'name': '广州美术馆'},\n  {'value': [3.6, 4.7, 4.5, 1], 'name': '450米户外观景平台'},\n  {'value': [3.6, 4.2, 4.0, 1], 'name': '南沙十九涌'},\n  {'value': [3.6, 4.4, 4.5, 1], 'name': '保利世贸博览馆'},\n  {'value': [3.6, 4.7, 4.5, 1], 'name': '广州艺术博物院'},\n  {'value': [3.9, 4.3, 4.5, 1], 'name': '南国桃园-南海观音寺'},\n  {'value': [3.6, 4.6, 4.5, 1], 'name': '广州电视塔文化游乐中心'},\n  {'value': [3.6, 4.5, 4.5, 1], 'name': '卓思道温泉'},\n  {'value': [3.6, 4.0, 4.0, 1], 'name': '安华汇欢乐舟主题乐园'},\n  {'value': [3.6, 4.5, 4.5, 1], 'name': '增城金叶子温泉'},\n  {'value': [3.6, 4.8, 0.5, 1], 'name': '派潭镇'},\n  {'value': [3.6, 4.7, 4.5, 1], 'name': '西郊游泳场'},\n  {'value': [3.6, 4.6, 4.5, 1], 'name': '珠江芭醍'},\n  {'value': [3.6, 4.2, 4.0, 1], 'name': '番禺香江动物园'},\n  {'value': [3.6, 4.6, 4.5, 1], 'name': '垂直过山车'},\n  {'value': [3.6, 4.4, 4.5, 1], 'name': '珠江日游天字码头'},\n  {'value': [3.6, 4.6, 4.5, 1], 'name': '六片山'},\n  {'value': [3.7, 4.2, 4.0, 1], 'name': '梦里水乡百花园'},\n  {'value': [3.5, 4.5, 4.5, 1], 'name': '圣托利温泉庄园'},\n  {'value': [3.5, 3.8, 4.0, 1], 'name': '广州客天下旅游度假区'},\n  {'value': [3.5, 4.0, 4.0, 1], 'name': '九龙湖度假区'},\n  {'value': [3.5, 4.8, 0.5, 1], 'name': '广州华夏世嘉都市乐园'},\n  {'value': [3.5, 4.8, 0.5, 1], 'name': '欢乐世界'},\n  {'value': [3.5, 4.3, 4.5, 1], 'name': '增江画廊'},\n  {'value': [3.5, 4.7, 4.5, 1], 'name': '番禺儿童公园'},\n  {'value': [3.5, 4.1, 4.0, 1], 'name': '九龙湖生态公园'},\n  {'value': [3.5, 4.3, 4.5, 1], 'name': '白云湖'},\n  {'value': [3.5, 4.3, 4.5, 1], 'name': '天河大观湿地公园'},\n  {'value': [3.5, 4.1, 4.0, 1], 'name': '宝趣玫瑰世界'},\n  {'value': [3.5, 5.0, 0.5, 1], 'name': '白云山国家级风景名胜区-玻璃桥'},\n  {'value': [3.5, 4.6, 4.5, 1], 'name': '广州国际生物岛'},\n  {'value': [3.5, 5.0, 0.5, 1], 'name': '广州名人蜡像馆'},\n  {'value': [3.5, 5.0, 0.5, 1], 'name': '黄埔军校史迹第一展馆'},\n  {'value': [3.5, 4.3, 4.5, 1], 'name': '海蚀洞'},\n  {'value': [3.5, 4.7, 4.5, 1], 'name': '越秀山'},\n  {'value': [3.5, 4.1, 4.0, 1], 'name': '南沙大角山海滨公园'},\n  {'value': [3.5, 4.4, 4.5, 1], 'name': '黄大仙祠'},\n  {'value': [3.4, 4.8, 0.5, 1], 'name': '海心沙亚运公园-海心沙广场'},\n  {'value': [3.4, 4.6, 4.5, 1], 'name': '广州近代史博物馆'},\n  {'value': [3.4, 3.0, 3.0, 1], 'name': '广州塔480米极速云霄'},\n  {'value': [3.4, 4.2, 4.0, 1], 'name': '金沙洲天空之眼摩天轮'},\n  {'value': [4.7, 4.2, 4.0, 2], 'name': '西樵山国艺影视城'},\n  {'value': [3.4, 4.6, 4.5, 1], 'name': '广州独角兽星空艺术馆'},\n  {'value': [3.4, 5.0, 0.5, 1], 'name': '另一个美术馆'},\n  {'value': [3.4, 4.6, 4.5, 1], 'name': '广东奥林匹克体育场'},\n  {'value': [3.4, 3.6, 3.5, 1], 'name': '大吉沙'},\n  {'value': [3.4, 4.4, 4.5, 1], 'name': '风云岭森林公园'},\n  {'value': [3.4, 4.4, 4.5, 1], 'name': '黄山鲁森林公园'},\n  {'value': [4.6, 4.2, 4.0, 1], 'name': '顺德海立方海洋公园'},\n  {'value': [3.4, 4.8, 0.5, 1], 'name': '流溪河'},\n  {'value': [3.4, 4.4, 4.5, 1], 'name': '时尚天河夜上海(时尚天河商业广...'},\n  {'value': [3.4, 4.6, 4.5, 1], 'name': '珠江琶醍啤酒文化创意艺术区'},\n  {'value': [3.6, 5.0, 0.5, 1], 'name': '灯湖西街'},\n  {'value': [3.4, 4.6, 4.5, 1], 'name': '天河路商圈'},\n  {'value': [3.3, 4.6, 4.5, 1], 'name': '黄埔村'},\n  {'value': [8.5, 4.4, 4.5, 5], 'name': '世界之窗'},\n  {'value': [3.8, 4.4, 4.5, 1], 'name': '叶问堂'},\n  {'value': [3.3, 4.8, 0.5, 1], 'name': '火箭过山车'},\n  {'value': [3.3, 4.5, 4.5, 1], 'name': '长隆欢乐世界中心演艺广场'},\n  {'value': [3.3, 4.4, 4.5, 1], 'name': '大河马水上世界'},\n  {'value': [3.3, 4.3, 4.5, 1], 'name': '南湖国家旅游度假区'},\n  {'value': [3.3, 4.5, 4.5, 1], 'name': '琶洲塔'},\n  {'value': [3.3, 4.6, 4.5, 1], 'name': '火炉山森林公园'},\n  {'value': [3.3, 5.0, 0.5, 1], 'name': '宝贝乐园'},\n  {'value': [3.3, 4.5, 4.5, 1], 'name': '南越国宫署遗址'},\n  {'value': [3.3, 4.4, 4.5, 1], 'name': '欢乐剧场'},\n  {'value': [3.3, 4.6, 4.5, 1], 'name': '荔湾博物馆'},\n  {'value': [3.3, 4.3, 4.5, 1], 'name': '欧洲风情街'},\n  {'value': [3.3, 4.3, 4.5, 1], 'name': '爱群大厦'},\n  {'value': [3.3, 4.4, 4.5, 1], 'name': '猎人坊风情街'},\n  {'value': [3.3, 4.7, 4.5, 1], 'name': '锦绣香江温泉城(原香江健康山谷)'},\n  {'value': [3.3, 4.5, 4.5, 1], 'name': '二沙岛艺术公园'},\n  {'value': [3.3, 5.0, 0.5, 1], 'name': '广州航天科学馆'},\n  {'value': [3.3, 4.3, 4.5, 1], 'name': '人和香港街'},\n  {'value': [3.3, 4.3, 4.5, 1], 'name': '深井古村'},\n  {'value': [3.3, 4.5, 4.5, 1], 'name': '广州白云国际会议中心'},\n  {'value': [3.3, 4.6, 4.5, 1], 'name': '星海音乐厅'},\n  {'value': [3.3, 4.1, 4.0, 1], 'name': '四海马术俱乐部'},\n  {'value': [3.3, 4.4, 4.5, 1], 'name': '白江湖森林公园'},\n  {'value': [3.8, 4.5, 4.5, 1], 'name': '佛山创意产业园'},\n  {'value': [3.3, 4.4, 4.5, 1], 'name': '越秀公园-明代古城墙'},\n  {'value': [5.3, 4.4, 4.5, 3], 'name': '东莞香市动物园'},\n  {'value': [3.3, 5.0, 0.5, 1], 'name': '南沙滨海湿地景区'},\n  {'value': [3.3, 4.2, 4.0, 1], 'name': '长隆欢乐世界森林神庙'},\n  {'value': [3.2, 4.5, 4.5, 1], 'name': '黄埔公园'},\n  {'value': [3.2, 4.1, 4.0, 1], 'name': '王子山森林公园'},\n  {'value': [4.4, 5.0, 0.5, 1], 'name': '南海观音'},\n  {'value': [3.2, 4.4, 4.5, 1], 'name': '广东花都湖国家湿地公园'},\n  {'value': [3.2, 3.0, 3.0, 1], 'name': '马岭观花植物园'},\n  {'value': [4.0, 4.6, 4.5, 1], 'name': '罗浮宫国际家具博览中心'},\n  {'value': [3.2, 4.5, 4.5, 1], 'name': '海珠桥'},\n  {'value': [3.2, 4.4, 4.5, 1], 'name': '洲头咀公园'},\n  {'value': [3.2, 4.4, 4.5, 1], 'name': '故乡里民俗文化村'},\n  {'value': [3.2, 4.4, 4.5, 1], 'name': '珠江夜游海心沙东区码头'},\n  {'value': [3.7, 4.5, 4.5, 1], 'name': '华阳湖湿地公园'},\n  {'value': [3.2, 4.1, 4.0, 1], 'name': '从化溪头村露营地'},\n  {'value': [3.2, 4.5, 4.5, 1], 'name': '萝岗香雪公园'},\n  {'value': [3.2, 4.5, 4.5, 1], 'name': '三元宫'},\n  {'value': [3.2, 4.2, 4.0, 1], 'name': '滴水岩森林公园'},\n  {'value': [3.2, 4.6, 4.5, 1], 'name': '桃花涧'},\n  {'value': [3.2, 5.0, 0.5, 1], 'name': '广州YACA动漫展'},\n  {'value': [3.2, 4.0, 4.0, 1], 'name': '南平静修小镇'},\n  {'value': [3.2, 4.4, 4.5, 1], 'name': '广州海事博物馆'},\n  {'value': [3.2, 4.7, 4.5, 1], 'name': '广东省凉茶博物馆'},\n  {'value': [3.2, 5.0, 0.5, 1], 'name': '米埗村'},\n  {'value': [4.8, 4.3, 4.5, 2], 'name': '清远新银盏温泉'},\n  {'value': [5.2, 4.7, 4.5, 2], 'name': '南海湾森林生态园'},\n  {'value': [3.1, 4.2, 4.0, 1], 'name': '广州二龙山花园'},\n  {'value': [3.1, 5.0, 0.5, 1], 'name': '广州野恩动物乐园'},\n  {'value': [3.1, 4.8, 0.5, 1], 'name': '琶洲港澳客运口岸'},\n  {'value': [3.5, 4.5, 4.5, 1], 'name': '南国桃园'},\n  {'value': [3.1, 4.4, 4.5, 1], 'name': '广州青少年科技馆'},\n  {'value': [4.6, 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'name': '一森露营iChi Glamping露营地'},\n  {'value': [3.0, 4.0, 4.0, 1], 'name': '长隆欢乐世界-U型滑板'},\n  {'value': [3.4, 4.4, 4.5, 1], 'name': '陈村花卉世界'},\n  {'value': [3.0, 4.5, 4.5, 1], 'name': '天人山水帐篷露营地'},\n  {'value': [3.0, 4.5, 4.5, 1], 'name': '人民公园'},\n  {'value': [3.0, 4.4, 4.5, 1], 'name': '增城荔枝文化村'},\n  {'value': [3.0, 4.5, 4.5, 1], 'name': '广州体育馆'},\n  {'value': [3.0, 4.5, 4.5, 1], 'name': '星海公园'},\n  {'value': [3.0, 4.8, 0.5, 1], 'name': '广州市城市规划展览中心'},\n  {'value': [4.2, 3.7, 3.5, 1], 'name': '东莞海立方环游城'},\n  {'value': [3.0, 5.0, 0.5, 1], 'name': '长隆欢乐世界-碰碰车'},\n  {'value': [3.4, 4.5, 4.5, 1], 'name': '亚洲艺术公园'},\n  {'value': [3.0, 4.2, 4.0, 1], 'name': '高滩温泉'},\n  {'value': [3.0, 5.0, 0.5, 1], 'name': '生态设计小镇'},\n  {'value': [4.4, 4.6, 4.5, 1], 'name': '东莞植物园'},\n  {'value': [3.0, 4.1, 4.0, 1], 'name': '三山森林公园'},\n  {'value': [3.0, 4.5, 4.5, 1], 'name': '雪飘飘冰雪世界'},\n  {'value': [3.0, 4.5, 4.5, 1], 'name': '龙头山森林公园'},\n  {'value': [3.0, 4.7, 4.5, 1], 'name': '歌莉娅'},\n  {'value': [3.0, 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{'value': [2.6, 4.3, 4.5, 1], 'name': '南沙天后宫-滨海公园(天后路)'},\n  {'value': [2.6, 5.0, 0.5, 1], 'name': 'GoSafari·Urban camp(天河凤凰...'},\n  {'value': [2.6, 4.9, 0.5, 1], 'name': '龙卷风暴'},\n  {'value': [2.6, 4.0, 4.0, 1], 'name': '太空间Livehouse'},\n  {'value': [2.6, 4.4, 4.5, 1], 'name': '创客公园'},\n  {'value': [2.6, 4.3, 4.5, 1], 'name': '红山村'},\n  {'value': [2.6, 4.0, 4.0, 1], 'name': '飞鸟奇域展演场'},\n  {'value': [2.7, 4.0, 4.0, 1], 'name': '展旗峰生态公园'},\n  {'value': [2.6, 5.0, 0.5, 1], 'name': '超级大摆锤'},\n  {'value': [2.6, 5.0, 0.5, 1], 'name': '星野露营地'},\n  {'value': [2.6, 4.4, 4.5, 1], 'name': '中心湖公园'},\n  {'value': [2.6, 4.2, 4.0, 1], 'name': '芙蓉旅游度假区'},\n  {'value': [4.2, 4.7, 4.5, 2], 'name': '李小龙乐园'},\n  {'value': [2.6, 4.8, 0.5, 1], 'name': '广州市国家档案馆'},\n  {'value': [2.6, 5.0, 0.5, 1], 'name': '客天下山谷间露营地'},\n  {'value': [2.6, 4.6, 4.5, 1], 'name': '留耕堂'},\n  {'value': [2.6, 4.4, 4.5, 1], 'name': '花果山公园'},\n  {'value': [2.6, 4.8, 0.5, 1], 'name': '小杉村'},\n  {'value': [3.5, 4.6, 4.5, 1], 'name': 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{'value': [2.3, 4.1, 4.0, 1], 'name': '塱头村'},\n  {'value': [5.0, 3.9, 4.0, 2], 'name': '海上田园'},\n  {'value': [2.2, 4.3, 4.5, 1], 'name': '能仁寺'},\n  {'value': [2.2, 4.0, 4.0, 1], 'name': '欢乐舟 · 雪糕糕王国'},\n  {'value': [2.2, 5.0, 0.5, 1], 'name': '荔湖公园'},\n  {'value': [2.2, 4.5, 4.5, 1], 'name': '广州惠福美食花街'},\n  {'value': [6.2, 4.2, 4.0, 1], 'name': '古龙峡'},\n  {'value': [2.2, 4.4, 4.5, 1], 'name': '醉观公园'},\n  {'value': [2.2, 4.4, 4.5, 1], 'name': '先贤清真寺'},\n  {'value': [2.2, 4.3, 4.5, 1], 'name': '华南植物园-凤梨园'},\n  {'value': [2.2, 4.6, 4.5, 1], 'name': '广东省干部疗养院'},\n  {'value': [2.2, 5.0, 0.5, 1], 'name': '南沙客运港'},\n  {'value': [2.2, 4.0, 4.0, 1], 'name': '天一名人蜡像馆'},\n  {'value': [2.2, 4.6, 4.5, 1], 'name': '沿江路酒吧街'},\n  {'value': [6.8, 4.5, 4.5, 1], 'name': '欢乐港湾'},\n  {'value': [2.2, 5.0, 0.5, 1], 'name': '白云山明珠楼'},\n  {'value': [2.5, 4.4, 4.5, 1], 'name': '雷岗公园'},\n  {'value': [2.2, 4.4, 4.5, 1], 'name': '澳洲园'},\n  {'value': [2.2, 4.3, 4.5, 1], 'name': '广州水博苑'},\n  {'value': [2.2, 5.0, 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{'value': [2.1, 4.3, 4.5, 1], 'name': '珠江大厦'},\n  {'value': [2.1, 4.7, 4.5, 1], 'name': '陈寅恪教授故居'},\n  {'value': [2.1, 4.5, 4.5, 1], 'name': '中山纪念堂(峰荟文化办公室)'},\n  {'value': [2.1, 4.1, 4.0, 1], 'name': '水乡一条街'},\n  {'value': [2.1, 4.7, 4.5, 1], 'name': '盐步小提琴教堂'},\n  {'value': [2.1, 4.0, 4.0, 1], 'name': '黄石公园'},\n  {'value': [2.8, 4.1, 4.0, 1], 'name': '畅乐水上乐园'},\n  {'value': [2.1, 4.0, 4.0, 1], 'name': '鸿鹄楼'},\n  {'value': [2.1, 5.0, 0.5, 1], 'name': '南亚雨林'},\n  {'value': [2.1, 4.4, 4.5, 1], 'name': '广州奥园广场乐活步行街'},\n  {'value': [2.1, 4.9, 0.5, 1], 'name': '广州东方博物馆'},\n  {'value': [2.1, 4.0, 4.0, 1], 'name': '电车主题公园'},\n  {'value': [2.1, 4.4, 4.5, 1], 'name': '西汉南越国木构水闸遗址'},\n  {'value': [2.1, 4.1, 4.0, 1], 'name': '南沙十四涌'},\n  {'value': [2.1, 5.0, 0.5, 1], 'name': '流溪河从都湿地公园'},\n  {'value': [2.1, 4.0, 4.0, 1], 'name': '广州市越秀儿童公园'},\n  {'value': [2.1, 4.5, 4.5, 1], 'name': '南沙凤凰湖公园'},\n  {'value': [2.1, 3.0, 3.0, 1], 'name': '从化樱花园'},\n  {'value': [2.2, 4.3, 4.5, 1], 'name': 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[1.9, 3.5, 3.5, 1], 'name': '璟泉山生态园'},\n  {'value': [1.9, 4.6, 4.5, 1], 'name': '广州风神高尔夫球会'},\n  {'value': [1.9, 4.4, 4.5, 1], 'name': '钱岗古村'},\n  {'value': [1.9, 4.0, 4.0, 1], 'name': '广州团一大纪念广场'},\n  {'value': [1.9, 4.5, 4.5, 1], 'name': '龙王公园'},\n  {'value': [1.9, 4.5, 4.5, 1], 'name': '澳洲植物专类园'},\n  {'value': [1.9, 4.5, 4.5, 1], 'name': '增埗公园'},\n  {'value': [2.1, 5.0, 0.5, 1], 'name': '奇幻萌宠部落'},\n  {'value': [1.9, 5.0, 0.5, 1], 'name': '动力澎湃运动嘉年华(大夫山店)'},\n  {'value': [1.9, 5.0, 0.5, 1], 'name': '大学城生物岛'},\n  {'value': [1.9, 4.7, 4.5, 1], 'name': '金刚禅寺'},\n  {'value': [1.9, 4.1, 4.0, 1], 'name': '荔枝红温泉庄园'},\n  {'value': [1.9, 5.0, 0.5, 1], 'name': '原乡野宿广州江畔营地'},\n  {'value': [2.4, 4.0, 4.0, 1], 'name': '萌爸客亲子乐园'},\n  {'value': [1.9, 3.4, 3.5, 1], 'name': '金狮水上乐园'},\n  {'value': [5.8, 4.5, 4.5, 2], 'name': '中山詹园'},\n  {'value': [1.9, 4.5, 4.5, 1], 'name': '新塘滨江公园'},\n  {'value': [2.6, 2.7, 2.5, 1], 'name': '鸣石花园'},\n  {'value': [1.9, 4.3, 4.5, 1], 'name': '茗园'},\n  {'value': [1.9, 4.5, 4.5, 1], 'name': '隅园'},\n  {'value': [2.7, 4.6, 4.5, 1], 'name': '香云纱博物馆'},\n  {'value': [2.2, 4.3, 4.5, 1], 'name': '中央电视台南海影视城-拓展区北...'},\n  {'value': [2.4, 3.7, 3.5, 1], 'name': '古梅生态农业园'},\n  {'value': [3.5, 3.2, 3.0, 1], 'name': '香遇百花园'},\n  {'value': [1.9, 4.8, 0.5, 1], 'name': '孙中山文献馆'},\n  {'value': [1.9, 3.6, 3.5, 1], 'name': '状元坊'},\n  {'value': [1.9, 4.5, 4.5, 1], 'name': '韩国园'},\n  {'value': [6.9, 4.6, 4.5, 3], 'name': '情侣路'},\n  {'value': [3.0, 4.2, 4.0, 1], 'name': '柴油机1959创意园(IF1959文创园)'},\n  {'value': [1.9, 5.0, 0.5, 1], 'name': '八旗博物馆'},\n  {'value': [2.8, 4.3, 4.5, 1], 'name': '大旗头古村'},\n  {'value': [1.9, 4.8, 0.5, 1], 'name': '帽峰山森林公园铜锣湾生态旅游景...'},\n  {'value': [1.9, 5.0, 0.5, 1], 'name': '好友营帽峰露营地'},\n  {'value': [1.9, 3.0, 3.0, 1], 'name': '创建东平公社碑记'},\n  {'value': [1.9, 4.6, 4.5, 1], 'name': '东山洋房'},\n  {'value': [1.9, 4.6, 4.5, 1], 'name': '海印大桥'},\n  {'value': [1.9, 5.0, 0.5, 1], 'name': '山沟沟悠闲农场'},\n  {'value': [1.9, 4.3, 4.5, 1], 'name': '奥林匹克体育中心—亲子乐园'},\n  {'value': [1.9, 4.3, 4.5, 1], 'name': '蒋光鼐故居博物馆'},\n  {'value': [2.3, 4.6, 4.5, 1], 'name': '东华里'},\n  {'value': [1.9, 4.0, 4.0, 1], 'name': '竖德生活馆(海珠同创汇店)'},\n  {'value': [1.9, 4.0, 4.0, 1], 'name': '西城门瓮城遗址'},\n  {'value': [1.9, 3.7, 3.5, 1], 'name': '肉嘟嘟多肉植物园(番禺广场)'},\n  {'value': [1.9, 4.5, 4.5, 1], 'name': '芙蓉飞瀑'},\n  {'value': [1.9, 4.2, 4.0, 1], 'name': '白鹤岗炮台'},\n  {'value': [1.9, 2.7, 2.5, 1], 'name': '粉红之星艺术空间'},\n  {'value': [1.9, 3.8, 4.0, 1], 'name': '绿沃川智慧农业观光园'},\n  {'value': [1.9, 4.4, 4.5, 1], 'name': '崴格诗温泉庄园'},\n  {'value': [2.1, 4.5, 4.5, 1], 'name': '千灯湖公园北区'},\n  {'value': [1.9, 4.2, 4.0, 1], 'name': '三桠塘瓦尔登露营地'},\n  {'value': [5.3, 3.1, 3.0, 1], 'name': '熹乐谷温泉度假区'},\n  {'value': [1.9, 4.8, 0.5, 1], 'name': '北京路奥冬乐儿童乐园'},\n  {'value': [2.2, 5.0, 0.5, 1], 'name': '碧江村'},\n  {'value': [1.9, 5.0, 0.5, 1], 'name': '广州帽峰山生态园'},\n  {'value': [5.9, 4.5, 4.5, 5], 'name': '鼎湖山'},\n  {'value': [1.9, 4.8, 0.5, 1], 'name': '曾氏大宗祠'},\n  {'value': [1.9, 4.4, 4.5, 1], 'name': '羊城创意产业园'},\n  {'value': [1.9, 4.2, 4.0, 1], 'name': '南村镇七星岗森林公园'},\n  {'value': [1.9, 4.2, 4.0, 1], 'name': '中国(广州)民间金融博物馆'},\n  {'value': [1.8, 4.0, 4.0, 1], 'name': '广州增城三江国际跳伞基地'},\n  {'value': [3.5, 4.0, 4.0, 1], 'name': '虎英水上乐园（原棕榈谷水城）'},\n  {'value': [1.8, 4.5, 4.5, 1], 'name': '南亭村'},\n  {'value': [1.8, 5.0, 0.5, 1], 'name': '包子小姐的房间'},\n  {'value': [7.5, 4.9, 0.5, 5], 'name': '深圳平安金融中心云际观光层'},\n  {'value': [1.8, 4.6, 4.5, 1], 'name': '岭南第一泉'},\n  {'value': [1.8, 3.0, 3.0, 1], 'name': '跑马场'},\n  {'value': [1.8, 5.0, 0.5, 1], 'name': '足足有愉(石牌东店)'},\n  {'value': [1.8, 4.5, 4.5, 1], 'name': '科学城体育公园'},\n  {'value': [1.8, 5.0, 0.5, 1], 'name': '花都港头村露营地'},\n  {'value': [1.8, 4.5, 4.5, 1], 'name': '番禺大桥'},\n  {'value': [1.8, 5.0, 0.5, 1], 'name': '海鸥岛飞行小镇'},\n  {'value': [1.8, 5.0, 0.5, 1], 'name': '佳得乐广州塔篮球公园—练盟'},\n  {'value': [2.6, 4.5, 4.5, 1], 'name': '西山庙'},\n  {'value': [1.8, 5.0, 0.5, 1], 'name': '南沙图书馆'},\n  {'value': [1.8, 1.0, 1.0, 1], 'name': '梦里水乡亲子欢乐天地'},\n  {'value': [1.8, 4.0, 4.0, 1], 'name': '大班公馆PLUS(侨鑫国际店)'},\n  {'value': [3.3, 5.0, 0.5, 1], 'name': '季高乐园·JEGOLAND家庭娱乐中心'},\n  {'value': [1.8, 4.1, 4.0, 1], 'name': 'MS.Camps女性30分钟专属健身俱乐...'},\n  {'value': [1.8, 4.0, 4.0, 1], 'name': '御盛国际马术庄园'},\n  {'value': [1.8, 4.6, 4.5, 1], 'name': '芳村万象购物街'},\n  {'value': [3.4, 4.6, 4.5, 1], 'name': '水濂山森林公园'},\n  {'value': [2.1, 4.0, 4.0, 1], 'name': '桂城半月岛生态公园'},\n  {'value': [5.3, 3.7, 3.5, 1], 'name': '黄腾峡生态旅游区'},\n  {'value': [1.8, 4.4, 4.5, 1], 'name': '沙园公园'},\n  {'value': [1.8, 4.3, 4.5, 1], 'name': '基督教光孝堂'},\n  {'value': [5.5, 4.5, 4.5, 2], 'name': '清远笔架山旅游度假区'},\n  {'value': [1.8, 4.6, 4.5, 1], 'name': '萝岗风景区'},\n  {'value': [1.8, 4.2, 4.0, 1], 'name': '南湾村'},\n  {'value': [1.8, 3.0, 3.0, 1], 'name': '凤凰古围'},\n  {'value': [1.8, 4.0, 4.0, 1], 'name': '梁明诚雕塑园'},\n  {'value': [1.8, 4.0, 4.0, 1], 'name': '灵山儿童乐园'},\n  {'value': [1.8, 5.0, 0.5, 1], 'name': '耕山小寨欢乐农场'},\n  {'value': [1.8, 4.7, 4.5, 1], 'name': '临江带状公园'},\n  {'value': [2.2, 4.6, 4.5, 1], 'name': '通济桥'},\n  {'value': [1.8, 4.6, 4.5, 1], 'name': '明远楼'},\n  {'value': [1.8, 3.8, 4.0, 1], 'name': '坑贝村古建筑群'},\n  {'value': [1.8, 4.0, 4.0, 1], 'name': '华南植物园-苏铁园'},\n  ...]}"
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def comment_level(x):\n",
    "    if x > 4000:\n",
    "        return 5\n",
    "    if 3000 < x <= 4000:\n",
    "        return 4\n",
    "    if 2000 < x <= 3000:\n",
    "        return 3\n",
    "    if 1000 < x <= 2000:\n",
    "        return 2\n",
    "    if x <= 1000:\n",
    "        return 1\n",
    "\n",
    "\n",
    "df['comment_level'] = df['number_of_comments'].apply(comment_level)\n",
    "name = [\n",
    "    {\n",
    "        'name': '热度',\n",
    "        'max': 10\n",
    "    },\n",
    "    {\n",
    "        'name': '评分',\n",
    "        'max': 5\n",
    "    },\n",
    "    {\n",
    "        'name': '星级',\n",
    "        'max': 5\n",
    "    },\n",
    "    {\n",
    "        'name': '评论数',\n",
    "        'max': 5\n",
    "    },\n",
    "]\n",
    "value = [\n",
    "    {\n",
    "        'value':list(i[1:]),\n",
    "        'name':i[0]\n",
    "     } for i in df[['name','heat', 'score', 'star_level', 'comment_level']].values]\n",
    "data = {\n",
    "    'name':name,\n",
    "    'value':value\n",
    "}\n",
    "data"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-12-05T02:56:02.668727700Z",
     "start_time": "2023-12-05T02:56:02.575920700Z"
    }
   },
   "id": "8169524d89bf6829"
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "outputs": [
    {
     "data": {
      "text/plain": "{'name': ['长隆野生动物世界',\n  '珠海长隆海洋王国',\n  '广州塔',\n  '世界之窗',\n  '广州长隆国际大马戏',\n  '长隆欢乐世界',\n  '沙面',\n  '深圳欢乐谷',\n  '珠江夜游',\n  '广州长隆度假区'],\n 'value': [9.2, 9.0, 8.6, 8.5, 8.4, 8.2, 7.8, 7.8, 7.7, 7.5]}"
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_bar = df.sort_values(by='heat',ascending=False).head(10)\n",
    "name = df_bar.name.values.tolist()\n",
    "value = df_bar.heat.values.tolist()\n",
    "data = {\n",
    "    'name':name,\n",
    "    'value':value\n",
    "}\n",
    "data"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-12-05T07:06:33.303474Z",
     "start_time": "2023-12-05T07:06:33.292345800Z"
    }
   },
   "id": "4ea5ea620bc8dfb6"
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "outputs": [],
   "source": [
    "from sklearn.linear_model import LinearRegression\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "df_scatter = df[['heat','score']]\n",
    "df_scatter = df_scatter.to_numpy()\n",
    "data = np.array(df_scatter)\n",
    "X = data[:, 0].reshape(-1, 1)\n",
    "y = data[:, 1].reshape(-1, 1)\n",
    "\n",
    "reg = LinearRegression().fit(X, y)\n",
    "slope = reg.coef_[0]\n",
    "intercept = reg.intercept_\n",
    "\n",
    "X_fit = np.linspace(X.min(), X.max(), 100)\n",
    "y_fit = slope * X_fit + intercept\n",
    "df_regression_line = pd.DataFrame({'X_fit': X_fit, 'y_fit': y_fit})\n",
    "df_regression_line.to_csv('../static/data/liner_Regression.csv', index=False)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2023-12-05T07:45:00.556247800Z",
     "start_time": "2023-12-05T07:45:00.543213500Z"
    }
   },
   "id": "f2d0ecbe66e68f3"
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "df_scatter = df[['heat','score']]\n",
    "scatter_list = df_scatter.values.tolist()\n"
   ],
   "metadata": {
    "collapsed": false
   },
   "id": "ec0e788cc4b2d586"
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
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